MCP Server Directory

superloglabs/superlog

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

priyankark/lighthouse-mcp

MCP server for Google Lighthouse performance metrics

melonelish/context-engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Higangssh/homebutler

Homelab management across multiple servers via SSH: system resource monitoring, Docker containers, Wake-on-LAN, network scans, open-port checks and alerts.

matiasmaquieira96/prometiam-risk-mcp

Company data and KYB API for 31 countries: monitoring, financial statements, insolvency, sanctions

benseverndev-oss/goldenmatch

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

SigNoz/signoz-mcp-server

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

gokeshenzhen/TraceWeave

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration

auth0/auth0-mcp-server

Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

harness/mcp-server

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

jl-codes/platformio-mcp

Build, inspect, flash, and monitor PlatformIO firmware projects with policy-controlled tools.

seekrays/mcp-monitor

Real-time system metrics: CPU, memory, disk, network, host and process information.

hyperb1iss/lucidity-mcp

Improve AI-generated code quality with prompt-based analysis across 10 dimensions, from complexity to security vulnerabilities.

logclaw/logclaw

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

last9/last9-mcp-server

Bring real-time production logs, metrics and traces from Last9 into your local environment to fix code.

Klievan/jlink-mcp

Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.

DavidFuchs/mcp-uptime-kuma

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

axiomhq/mcp-server-axiom

Query and analyze your Axiom logs, traces, and all other event data in natural language

mitchhankins01/oura-ring-mcp

Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.

hardware-mcp/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

shuffle-works/sparkforensics

MCP server for diagnosing Apache Spark event-log performance issues and comparing runs.

BoxLab-Ltd/yandex-metrica-mcp

Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.

GeiserX/vpn-bypass-mcp

Read and change VPN Bypass (macOS) routing: domain lists, services, modes, kernel routes, logs

pavellunev/app_metrica_mcp

AppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, push

tumf/grafana-loki-mcp

Query Loki logs through the Grafana API.

itzhouq/grafana-mcp

Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

md-log/md-log-mcp

md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).

pete-builds/mcp-unifi

Safe-by-default UniFi MCP: Network + Protect + Access, multi-site, dry-run, audit log.

LogneBudo/llmxray

Ask what went wrong with your own Ollama calls: lost prompt cache and the token where the prompt stopped matching, context overflow, a model running partly on CPU, tool schemas crowding the prompt. Last turn in numbers; which local models fit in video memory. Read-only.

ntk148v/alertmanager-mcp-server

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

KathanModh259/latent-gate

Read large logs, JSON and docs in a fraction of the tokens. Offline, fact-preserving optimizer.

rrvrs/jira-alerts-mcp

MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

NsLookup-io/nslookup-mcp

DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks

oaslananka/health-monitor-mcp

Monitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics

jaredhobbs/cronalert-mcp

Manage CronAlert uptime monitors, check results, and incidents from any MCP client.

A1-x-Tech/mcp-google-business

MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.

xianguoGou/h5-devtools-mcp

Debug H5 pages inside Android app WebViews: console logs, exceptions, run JS.

akshatnerella/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

mrfentmen/incident-timeline-mcp

Summarize local log timeline gaps and severity counts without returning messages, IDs, paths, or...

oaslananka/infra-lens-mcp

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

block/model-ledger

Model inventory and governance: trace deployed models and their dependencies as an append-only log

alilxxey/openobserve-community-mcp

Read-only access to OpenObserve Community Edition: search logs, traces, stream schemas and dashboards without an Enterprise license.

Mopra/exit1.dev.mcp

Set up uptime monitoring from your editor: create checks, alerts, and query uptime. Can sign you up.

vmware-skills/VMware-Monitor

Read-only VMware vCenter/ESXi monitoring, 33 MCP tools; vSphere calls allowlist-gated in tests.

Edge-Echo/mcp-netassist

Network and proxy diagnostics: GitHub reachability, system proxy status, local proxy port probing, DNS/TCP/HTTP checks, hosts conflict scan, and a doctor that suggests what to change.

cmeans/mcp-synology

MCP server for Synology NAS — browse files, monitor health, and automate operations

Nosmoht/talos-mcp-server

MCP server for Talos Linux — resources, services, logs, health, config, lifecycle via gRPC.

digma-ai/digma-mcp-server

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.